Ability to save resume and model

background/background.js

@@ -1,3 +1,38 @@
+import { CreateMLCEngine } from "@mlc-ai/web-llm";
+
+var engine = null
+var resume = ""
+var resourcesLoaded = false
+
+const loadProgress = (progress) => {
+    console.dir(progress)
+    // Trigger popup and stream progress.timeElapsed
+}
+
+const loadResources = async () => {
+    let modelName = (await browser.storage.local.get("model")).model || "Llama-3.2-1B-Instruct-q4f32_1-MLC"
+    console.log(`Loading model: ${modelName}`)
+    engine = await CreateMLCEngine(modelName, { initProgressCallback: loadProgress });
+    console.log("Model loaded")
+    resume = (await browser.storage.local.get("resume")).resume || "No resume, halt and ask for resume."
+    resourcesLoaded = true
+}
+
+const runMatch = async (inputText) => {
+    console.log("Run Match")
+    if (!resourcesLoaded) await loadResources()
+    const query = [
+        { role: "system", content: "You are a resume-job description matching assistant." },
+        { role: "user", content: `This is my resume: ${resume}` },
+        { role: "user", content: `This is the job description: ${inputText}` }
+    ]
+    const response = await engine.chat.completions.create({
+        messages: query
+    })
+
+    console.dir(response)
+
+}
 
 // Add context menu items
 browser.contextMenus.create({
@@ -10,5 +45,6 @@ browser.contextMenus.onClicked.addListener((info, tab) => {
     if (info.menuItemId === "nms-cmenu" && info.selectionText) {
         // Handle context menu click with selected text
         console.log("Context menu clicked with selection:", info.selectionText);
+        runMatch(info.selectionText)
     }
 })